{"id":"W2230307905","doi":"","title":"Biopile treatment of hydrocarbon contaminated soil of the Redwater Oil Production Area","year":2010,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Soil contamination; Contamination; Hydrocarbon; Production (economics); Oil sludge; Petroleum; Waste management; Soil water; Environmental chemistry; Petroleum engineering; Soil science; Chemistry; Geology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002428852,0.0001759787,0.0001958866,0.0007068531,0.0005831629,0.0007148253,0.0002874205,0.0002781858,0.000447071],"category_scores_gemma":[0.000241676,0.00006696772,0.0001348597,0.0007537564,0.0002342995,0.0001680425,0.0001876482,0.0002479309,0.0001556078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146834,"about_ca_system_score_gemma":0.00173476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04343423,"about_ca_topic_score_gemma":0.1519421,"domain_scores_codex":[0.9997962,0.00003433844,0.00001004689,0.00002114739,0.0001115325,0.00002677026],"domain_scores_gemma":[0.9998854,0.00003098513,0.00002101299,0.000003709544,0.00004848964,0.00001037878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003091081,0.0003085925,0.009181558,0.0008903618,0.00002827783,0.001533275,0.0006957242,0.002346445,0.8787866,0.0004761535,0.0005443772,0.1048994],"study_design_scores_gemma":[0.00003131429,0.001721811,0.06760378,0.0001415811,0.00008343806,0.0006622603,0.002925453,0.001928366,0.9079585,0.0002139506,0.01670221,0.00002739989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929739,0.001078589,0.0006510532,0.0001221702,0.000004445647,0.00005452651,0.0002110047,0.00001081197,0.004893341],"genre_scores_gemma":[0.9854729,0.004536905,0.003901648,0.00005199726,0.000004412334,0.00002656049,0.0004206332,0.000005777501,0.005579224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9565658,"threshold_uncertainty_score":0.08636284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002434333726805409,"score_gpt":0.1229562241681949,"score_spread":0.1205218904413895,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}